Visual tracking via temporally smooth sparse coding

• Main Authors: Liu, Ting, Wang, Gang, Wang, Li, Chan, Kap Luk
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Published: 2015
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/107462; http://hdl.handle.net/10220/25489; http://dx.doi.org/10.1109/LSP.2014.2365363
• Institution: Nanyang Technological University

Sparse representation has been popular in visual tracking recently for its robustness and accuracy. However, for most conventional sparse coding based trackers, the target candidates are considered independently between consecutive frames. This paper shows that the temporal correlation of these...